DE102006038485A1 - System und Verfahren für die auf Merkmalen hervorstechender Bereiche basierende 3D-Multimodalitäts-Registrierung von medizinischen Bildern - Google Patents

System und Verfahren für die auf Merkmalen hervorstechender Bereiche basierende 3D-Multimodalitäts-Registrierung von medizinischen Bildern Download PDF

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Publication number
DE102006038485A1
DE102006038485A1 DE102006038485A DE102006038485A DE102006038485A1 DE 102006038485 A1 DE102006038485 A1 DE 102006038485A1 DE 102006038485 A DE102006038485 A DE 102006038485A DE 102006038485 A DE102006038485 A DE 102006038485A DE 102006038485 A1 DE102006038485 A1 DE 102006038485A1
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image
feature
common
similarity measure
images
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Chenyang Xu
Dieter Hahn
Yiyong Sun
Frank Sauer
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Siemens Corporate Research Inc
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/14Transformations for image registration, e.g. adjusting or mapping for alignment of images
    • G06T3/147Transformations for image registration, e.g. adjusting or mapping for alignment of images using affine transformations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/35Determination of transform parameters for the alignment of images, i.e. image registration using statistical methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/38Registration of image sequences
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/24Aligning, centring, orientation detection or correction of the image
    • G06V10/245Aligning, centring, orientation detection or correction of the image by locating a pattern; Special marks for positioning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/46Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462Salient features, e.g. scale invariant feature transforms [SIFT]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03Recognition of patterns in medical or anatomical images
    • G06V2201/031Recognition of patterns in medical or anatomical images of internal organs

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Nuclear Medicine (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
DE102006038485A 2005-08-24 2006-08-16 System und Verfahren für die auf Merkmalen hervorstechender Bereiche basierende 3D-Multimodalitäts-Registrierung von medizinischen Bildern Withdrawn DE102006038485A1 (de)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US71083405P 2005-08-24 2005-08-24
US60/710,834 2005-08-24
US11/380,673 2006-04-28
US11/380,673 US7583857B2 (en) 2005-08-24 2006-04-28 System and method for salient region feature based 3D multi modality registration of medical images

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DE102006038485A1 true DE102006038485A1 (de) 2007-04-19

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US (1) US7583857B2 (ja)
JP (1) JP2007054636A (ja)
DE (1) DE102006038485A1 (ja)

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